{"id":"W4401420629","doi":"10.32920/26520772","title":"Impact of Nut Consumption on Cognition across the Lifespan","year":2024,"lang":"en","type":"preprint","venue":"","topic":"Nuts composition and effects","field":"Nursing","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"St. Michael's Hospital","funders":"","keywords":"Cognitive decline; Dementia; Cognition; Polyunsaturated fatty acid; Environmental health; Gerontology; Medicine; alpha-Linolenic acid; Disease; Biology; Fatty acid; Psychiatry; Docosahexaenoic acid; Internal medicine","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.0005106452,0.0003541528,0.0005924654,0.0007377927,0.0001727556,0.00101432,0.0003476433,0.0005846769,0.0039029],"category_scores_gemma":[0.0022598,0.0001315122,0.0009780811,0.0007051357,0.0002264288,0.0006002886,0.000529181,0.0005973544,0.000468687],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.0004969773,"about_ca_system_score_gemma":0.000614979,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.003955779,"about_ca_topic_score_gemma":0.005714037,"domain_scores_codex":[0.9996979,0.00008742049,0.00005698594,0.00006761868,0.00006503004,0.00002508401],"domain_scores_gemma":[0.999545,0.0002128423,0.0001297451,0.00001862273,0.00007708974,0.00001657961],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"design_other","study_design_gemma":"observational","study_design_scores_codex":[0.001517222,0.0001032845,0.01084084,0.07287946,0.003672063,0.000454593,0.0006023076,0.0003653189,0.003735041,0.004989386,0.01519726,0.8856433],"study_design_scores_gemma":[0.0002984032,0.001289452,0.1598223,0.07109696,0.01453243,0.003344838,0.0007674983,0.0005504168,0.003613747,0.01190145,0.7326655,0.0001171472],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"review","genre_gemma":"empirical","genre_scores_codex":[0.01709971,0.9723206,0.0004218202,0.002331236,0.0005263714,0.00004336947,0.001261804,0.00003441667,0.00596075],"genre_scores_gemma":[0.08148457,0.9127451,0.0008948843,0.001369096,0.0003294468,0.00005995457,0.0006759974,0.00001424774,0.002426648],"genre_candidate":"empirical","genre_consensus":null,"teacher_disagreement_score":0.003955779,"threshold_uncertainty_score":0.01305652,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.03727420555161193,"score_gpt":0.3852125900322943,"score_spread":0.3479383844806824,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}